The main aim of this article is to deal with the almost-sure stability of stochastic differential delay equations. Our improved theorems give better results while conditions imposed on the Lyapunov function are much weaker, thus, it is easier to find a right Lyapunov function in application.
- Itô's formula
- LaSalle's theorem
- nonnegative semimartingale convergence theorem